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CONSOLIDATED STATEMENTS OF OPERATIONS - USD ($) $ in Thousands | 12 Months Ended
--- | ---
Dec. 31, 2016 | Dec. 31, 2015 | Dec. 31, 2014
Net revenues: |  |  |
-Non-related parties | $ 2,605,335 | $ 3,363,274 | $ 2,958,058
-Related parties | 247,743 | 104,352 | 2,569
Total net revenues | 2,853,078 | 3,467,626 | 2,960,627
Cost of revenues: |  |  |
-Non-related parties | 2,216,146 | 2,821,972 | 2,375,025
-Related parties | 219,744 | 68,884 | 4,608
Total cost of revenues | 2,435,890 | 2,890,856 | 2,379,633
Gross profit | 417,188 | 576,770 | 580,994
Operating expenses: |  |  |
Selling expenses | 145,367 | 149,710 | 125,797
General and administrative expenses | 203,789 | 168,025 | 81,149
Research and development expenses | 17,407 | 17,056 | 12,057
Other operating income, net | (42,539) | (5,392) | (4,323)
Total operating expenses, net | 324,024 | 329,399 | 214,680
Income from operations | 93,164 | 247,371 | 366,314
Other income (expenses): |  |  |
Interest expense | (69,723) | (54,148) | (48,906)
Interest income | 10,236 | 16,831 | 14,363
Gain (loss) on change in fair value of derivatives | 27,322 | (12,196) | 19,656
Foreign exchange gain (loss) | 25,406 | 22,882 | (32,219)
Investment income (loss) | (1,532) | 2,342 |
Gain on repurchase of convertible notes | 2,782 |  |
Others |  | 389 | 1,623
Other expenses, net | (5,509) | (23,900) | (45,483)
Income before income taxes and equity in earnings (loss) of unconsolidated investees | 87,655 | 223,471 | 320,831
Income tax expense | (17,976) | (49,512) | (77,431)
Equity in earnings (loss) of unconsolidated investees | (4,404) | (643) | 487
Net income | 65,275 | 173,316 | 243,887
Less: net income attributable to non-controlling interests | 26 | 1,455 | 4,385
Net income attributable to Canadian Solar Inc. | $ 65,249 | $ 171,861 | $ 239,502
Earnings per share - basic | $ 1.13 | $ 3.08 | $ 4.40
Shares used in computation - basic | 57,524,349 | 55,728,903 | 54,408,037
Earnings per share - diluted | $ 1.12 | $ 2.93 | $ 4.11
Shares used in computation - diluted | 58,059,063 | 60,426,056 | 59,354,615

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- Definition Amount of revenue, fees and commissions earned from transactions between (a) a parent company and its subsidiaries; (b) subsidiaries of a common parent; (c) an entity and trusts for the benefit of employees, for example, but not limited to, pension and profit-sharing trusts that are managed by or under the trusteeship of the entity's management; (d) an entity and its principal, owners, management, or members of their immediate families; and (e) affiliates. + References Reference 1: http://www.xbrl.org/2003/role/presentationRef -Publisher FASB -Name Accounting Standards Codification -Topic 225 -SubTopic 10 -Section S99 -Paragraph 2 -Subparagraph (SX 210.5-03.1(e)) -URI http://asc.fasb.org/extlink&oid=63488584&loc=d3e20235-122688 Reference 2: http://www.xbrl.org/2003/role/presentationRef -Publisher FASB -Name Accounting Standards Codification -Glossary Related Parties -URI http://asc.fasb.org/extlink&oid=16382449 Reference 3: http://www.xbrl.org/2003/role/presentationRef -Publisher FASB -Name Accounting Standards Codification -Topic 946 -SubTopic 225 -Section S99 -Paragraph 1 -Subparagraph (SX 210.6-07.1(c)) -URI http://asc.fasb.org/extlink&oid=6488393&loc=d3e606610-122999 + Details
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